TwinGen

Traditional medical device development, especially for systems like ECG monitoring, relies on trial-and-error hardware prototyping. This approach faces several challenges such as signal noise, motion artifacts, sensor placement issues, and fixed design parameters, which affect the accuracy and reliability of the system. Additionally, testing is performed only after hardware implementation, leading to increased development time, higher cost, and repeated redesign cycles. There is a lack of efficient methods to simulate and optimize device performance under real-world conditions before physical deployment.